Basic Statistics

Raw Counts

Name Value
Rows 466,634
Columns 269
Discrete columns 9
Continuous columns 260
All missing columns 0
Missing observations 21,164,183
Complete Rows 4
Total observations 125,524,546
Memory allocation 957.8 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

QQ Plot

## Warning: Removed 838 rows containing non-finite values (stat_qq).
## Warning: Removed 838 rows containing non-finite values (stat_qq_line).

## Warning: Removed 662 rows containing non-finite values (stat_qq).
## Warning: Removed 662 rows containing non-finite values (stat_qq_line).

## Warning: Removed 1378 rows containing non-finite values (stat_qq).
## Warning: Removed 1378 rows containing non-finite values (stat_qq_line).

## Warning: Removed 1387 rows containing non-finite values (stat_qq).
## Warning: Removed 1387 rows containing non-finite values (stat_qq_line).

## Warning: Removed 171 rows containing non-finite values (stat_qq).
## Warning: Removed 171 rows containing non-finite values (stat_qq_line).

## Warning: Removed 905 rows containing non-finite values (stat_qq).
## Warning: Removed 905 rows containing non-finite values (stat_qq_line).

## Warning: Removed 114 rows containing non-finite values (stat_qq).
## Warning: Removed 114 rows containing non-finite values (stat_qq_line).

## Warning: Removed 761 rows containing non-finite values (stat_qq).
## Warning: Removed 761 rows containing non-finite values (stat_qq_line).

## Warning: Removed 1334 rows containing non-finite values (stat_qq).
## Warning: Removed 1334 rows containing non-finite values (stat_qq_line).

## Warning: Removed 2570 rows containing non-finite values (stat_qq).
## Warning: Removed 2570 rows containing non-finite values (stat_qq_line).

## Warning: Removed 1529 rows containing non-finite values (stat_qq).
## Warning: Removed 1529 rows containing non-finite values (stat_qq_line).

## Warning: Removed 1920 rows containing non-finite values (stat_qq).
## Warning: Removed 1920 rows containing non-finite values (stat_qq_line).

## Warning: Removed 945 rows containing non-finite values (stat_qq).
## Warning: Removed 945 rows containing non-finite values (stat_qq_line).

## Warning: Removed 21 rows containing non-finite values (stat_qq).
## Warning: Removed 21 rows containing non-finite values (stat_qq_line).

## Warning: Removed 71 rows containing non-finite values (stat_qq).
## Warning: Removed 71 rows containing non-finite values (stat_qq_line).

## Warning: Removed 1282 rows containing non-finite values (stat_qq).
## Warning: Removed 1282 rows containing non-finite values (stat_qq_line).

## Warning: Removed 674 rows containing non-finite values (stat_qq).
## Warning: Removed 674 rows containing non-finite values (stat_qq_line).

## Warning: Removed 3486 rows containing non-finite values (stat_qq).
## Warning: Removed 3486 rows containing non-finite values (stat_qq_line).

## Warning: Removed 5120 rows containing non-finite values (stat_qq).
## Warning: Removed 5120 rows containing non-finite values (stat_qq_line).

## Warning: Removed 801 rows containing non-finite values (stat_qq).
## Warning: Removed 801 rows containing non-finite values (stat_qq_line).

## Warning: Removed 801 rows containing non-finite values (stat_qq).
## Removed 801 rows containing non-finite values (stat_qq_line).

## Warning: Removed 804 rows containing non-finite values (stat_qq).
## Warning: Removed 804 rows containing non-finite values (stat_qq_line).

## Warning: Removed 1312 rows containing non-finite values (stat_qq).
## Warning: Removed 1312 rows containing non-finite values (stat_qq_line).

## Warning: Removed 4081 rows containing non-finite values (stat_qq).
## Warning: Removed 4081 rows containing non-finite values (stat_qq_line).

## Warning: Removed 5691 rows containing non-finite values (stat_qq).
## Warning: Removed 5691 rows containing non-finite values (stat_qq_line).

## Warning: Removed 801 rows containing non-finite values (stat_qq).
## Warning: Removed 801 rows containing non-finite values (stat_qq_line).

## Warning: Removed 801 rows containing non-finite values (stat_qq).
## Removed 801 rows containing non-finite values (stat_qq_line).

## Warning: Removed 804 rows containing non-finite values (stat_qq).
## Warning: Removed 804 rows containing non-finite values (stat_qq_line).

## Warning: Removed 3898 rows containing non-finite values (stat_qq).
## Warning: Removed 3898 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## Warning in cor(x = structure(list(amtfinec = c(0, 0, 0, 0), amtrest = c(0, : the
## standard deviation is zero

Principal Component Analysis

## Warning in plot_prcomp(data = structure(list(zone = c("A", "B", "B", "B": The following features are dropped due to zero variance:
##  * amtfinec
##  * amtrest
##  * amttotal
##  * costsup
##  * fine
##  * totrest
##  * totunit
##  * accap
##  * acctresp
##  * caroffap
##  * armcrim
##  * caroffen
##  * citizen
##  * citwhere
##  * comdum
##  * costsdum
##  * crimhist
##  * crimliv
##  * daysdum
##  * disposit
##  * dsind
##  * dsjandc
##  * dsplea
##  * dspsr
##  * dssor
##  * econdum
##  * encrypt1
##  * encrypt2
##  * finedum
##  * finecdum
##  * finewaiv
##  * inout
##  * intdum
##  * is924C
##  * is1028A
##  * only924C
##  * only1028A
##  * mocomcon
##  * mointcon
##  * monaccep
##  * newcit
##  * newcnvtn
##  * nocomp
##  * offtype2
##  * point3
##  * prisdum
##  * probdum
##  * rangept
##  * rel2Pts
##  * restdum
##  * sentpts
##  * sexoffna
##  * sexoffnb
##  * sources
##  * suprdum
##  * sexacca
##  * sexaccb
##  * sexcap
##  * totdays
##  * typemony
##  * typeoths
##  * viol1Pts
##  * bookercd
##  * booker2
##  * booker3
##  * sorform
##  * ch5G13Yn
##  * mand1
##  * mitcap
##  * drugmin
##  * gunmin1
##  * gunmin2
##  * gunmin3
##  * firemin1
##  * firemin2
##  * failmin
##  * pornmin
##  * idmin
##  * immimin
##  * sexmin
##  * repsxmin
##  * relmin
##  * othrmin
##  * smin1
##  * amendyr
##  * hrcomsrv
##  * probatn
##  * abus1
##  * abushi
##  * adjC1
##  * adjChi
##  * adjD1
##  * adjDhi
##  * adjE1
##  * adjEhi
##  * adjF1
##  * adjFhi
##  * adjG1
##  * adjGhi
##  * adjH1
##  * adjHhi
##  * adjI1
##  * adjIhi
##  * adjJ1
##  * adjJhi
##  * adjK1
##  * adjKhi
##  * aggrol1
##  * aggrolhi
##  * basadj1
##  * basadjhi
##  * flight1
##  * flighthi
##  * obstrc1
##  * obstrchi
##  * offvct1
##  * offvcthi
##  * rstrvc1
##  * rstrvchi
##  * teror1
##  * terorhi
##  * vulvct1
##  * vulvcthi
##  * usarm1
##  * usarmhi
##  * rleas1
##  * rleashi
##  * faldm1
##  * faldmhi
##  * abuss1
##  * abusshi
##  * adjsC1
##  * adjsChi
##  * adjsD1
##  * adjsDhi
##  * adjsE1
##  * adjsEhi
##  * adjsF1
##  * adjsFhi
##  * adjsG1
##  * adjsGhi
##  * adjsH1
##  * adjsHhi
##  * adjsI1
##  * adjsIhi
##  * adjsJ1
##  * adjsJhi
##  * adjsK1
##  * adjsKhi
##  * aggrls1
##  * aggrlshi
##  * basads1
##  * basadshi
##  * flghts1
##  * flghtshi
##  * obstrs1
##  * obstrshi
##  * offvcs1
##  * offvcshi
##  * rstrvs1
##  * rstrvshi
##  * terors1
##  * terorshi
##  * vulvcs1
##  * vulvcshi
##  * usarms1
##  * usarmshi
##  * rleass1
##  * rleasshi
##  * faldms1
##  * faldmshi
##  * indexs1
##  * loss1
##  * losss1
##  * losshi
##  * lossshi
##  * lossprob
##  * offtypsb
##  * basel1_A
##  * baselhi_A
##  * basesl1_A
##  * baseslhi_A
##  * gdline1_2D1.1
##  * gdstat1_2D1.1
##  * gdlinehi_2D1.1
##  * gdstathi_2D1.1